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wassname (Michael J Clark)
22 lines
823 B
Markdown
22 lines
823 B
Markdown
My auto research template features
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- always in worktree
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- git hooks reminding and protecting files
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- explicit human,meta,agent files, explicit frozen files
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- everything is a file, with a pipeline from idea -> worktrees -> research reports
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- stronger and explicit ideation and interpreations (weak points of current agents)
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My specific ML things:
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- uses pueue to queue GPU jobs from multiple agents
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- use jaxtyping and beartyping to document dimensions and do typechecking / shapechecking in the smoke test
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- tyro/dataclass for config
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- TODO [ml_debug](https://github.com/wassname/ml_debug) skill to (hopefully) uplift agent dignosis
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See also
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- https://github.com/karpathy/autoresearch/blob/master/program.md
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- https://github.com/NousResearch/autonovel/blob/master/program.md
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TODO key plot or log from each experiment
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